{"id":"W3101656795","doi":"10.1210/clinem/dgaa815","title":"Diabetes, Brain Infarcts, Cognition, and Small Vessels in the Canadian Alliance for Healthy Hearts and Minds Study","year":2020,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institute for Clinical Evaluative Sciences; Alberta Health Services; Montreal Heart Institute; University of British Columbia; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; Ontario Institute for Cancer Research; Impact; University of Calgary; University of Toronto; Dalhousie University; Hamilton Health Sciences; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; Université de Montréal; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Partenariat Canadien Contre Le Cancer; Heart and Stroke Foundation of Canada; Population Health Research Institute","keywords":"Medicine; Diabetes mellitus; Hyperintensity; Montreal Cognitive Assessment; Odds ratio; Internal medicine; Digit symbol substitution test; Magnetic resonance imaging; Cardiology; Confidence interval; Stroke (engine); Subclinical infection; Cognition; Leukoaraiosis; Cognitive test; Dementia; Disease; Radiology; Pathology; Psychiatry; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001755675,0.0006629523,0.0007825886,0.001478626,0.003035349,0.001351589,0.001562269,0.000887574,0.002499348],"category_scores_gemma":[0.003063664,0.0004318921,0.000835187,0.003505207,0.0008002205,0.0004627659,0.0009963964,0.0013827,0.0001596069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005837386,"about_ca_system_score_gemma":0.009940665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9309947,"about_ca_topic_score_gemma":0.9395735,"domain_scores_codex":[0.9991571,0.00008060788,0.00005700119,0.0001650764,0.0003213859,0.000218872],"domain_scores_gemma":[0.9980524,0.0001333751,0.000545944,0.0001300365,0.0005393693,0.0005989175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002303247,0.00005845489,0.9947441,0.00005399743,0.0001932809,0.00008318541,0.0002110022,0.00004930937,0.00008312252,0.00016267,0.001881861,0.002248759],"study_design_scores_gemma":[0.0000208947,0.00001304205,0.9992146,0.00003292283,0.0000681615,0.00003896944,0.0001242652,0.00006864403,0.000007919796,0.00004704047,0.0003559852,0.00000743274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798808,0.00400104,0.0001163078,0.001391549,0.00007919015,0.00009934395,0.008900091,0.00001531042,0.005516367],"genre_scores_gemma":[0.9944602,0.000962939,0.0002199615,0.0002120705,0.00003652474,0.00003772731,0.003403138,0.000004429867,0.0006630084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06900525,"threshold_uncertainty_score":0.1388232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097535197947501,"score_gpt":0.4164558200908426,"score_spread":0.3067023002960926,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}